Siddhartha Jain

According to our database, Siddhartha Jain authored at least 18 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Code-Aware Prompting: A Study of Coverage-Guided Test Generation in Regression Setting using LLM.

Gabriel Ryan, Siddhartha Jain, Mingyue Shang, Shiqi Wang, Xiaofei Ma, Murali Krishna Ramanathan, Baishakhi Ray

Proc. ACM Softw. Eng., 2024

LiveBench: A Challenging, Contamination-Free LLM Benchmark.

Colin White, Samuel Dooley, Manley Roberts, Arka Pal, Benjamin Feuer, Siddhartha Jain, Ravid Shwartz-Ziv, Neel Jain, Khalid Saifullah, Siddartha Naidu, Chinmay Hegde, Yann LeCun, Tom Goldstein, Willie Neiswanger, Micah Goldblum

CoRR, 2024

Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies.

Junlin Wang, Siddhartha Jain, Dejiao Zhang, Baishakhi Ray, Varun Kumar, Ben Athiwaratkun

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Lightweight reranking for language model generations.

Siddhartha Jain, Xiaofei Ma, Anoop Deoras, Bing Xiang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Self-consistency for open-ended generations.

Siddhartha Jain, Xiaofei Ma, Anoop Deoras, Bing Xiang

CoRR, 2023

Multi-lingual Evaluation of Code Generation Models.

Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Multi-lingual Evaluation of Code Generation Models.

Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang

CoRR, 2022

2021

Machine learning optimization of peptides for presentation by class II MHCs.

Zheng Dai, Brooke D. Huisman, Haoyang Zeng, Brandon Carter, Siddhartha Jain, Michael E. Birnbaum, David K. Gifford

Bioinform., 2021

Overinterpretation reveals image classification model pathologies.

Brandon Carter, Siddhartha Jain, Jonas Mueller, David Gifford

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Information Condensing Active Learning.

Siddhartha Jain, Ge Liu, David K. Gifford

CoRR, 2020

Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles.

Siddhartha Jain, Ge Liu, Jonas Mueller, David Gifford

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

What made you do this? Understanding black-box decisions with sufficient input subsets.

Brandon Carter, Jonas Mueller, Siddhartha Jain, David K. Gifford

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2016

Reconstructing the temporal progression of HIV-1 immune response pathways.

Siddhartha Jain, Joel Arrais, Narasimhan J. Venkatachari, Velpandi Ayyavoo, Ziv Bar-Joseph

Bioinform., 2016

2014

Multitask Learning of Signaling and Regulatory Networks with Application to Studying Human Response to Flu.

Siddhartha Jain, Anthony Gitter, Ziv Bar-Joseph

PLoS Comput. Biol., 2014

2011

Large Neighborhood Search for Dial-a-Ride Problems.

Siddhartha Jain, Pascal Van Hentenryck

Proceedings of the Principles and Practice of Constraint Programming - CP 2011, 2011

A General Nogood-Learning Framework for Pseudo-Boolean Multi-Valued SAT.

Siddhartha Jain, Ashish Sabharwal, Meinolf Sellmann

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Upper Bounds on the Number of Solutions of Binary Integer Programs.

Siddhartha Jain, Serdar Kadioglu, Meinolf Sellmann

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2010

A Complete Multi-valued SAT Solver.

Siddhartha Jain, Eoin O'Mahony, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming - CP 2010, 2010